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Deep Learning Test For Creating Game Environment - Unreal Engine 5, Houdini, ArcGIS
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The project is inspired by Microsoft Flight Simulator 2020. I think they really done a great job ! The A.I. technologies they used, make it possible to clone the entire 3D planet.
Unfortunately, there isn't much information about how Microsoft Flight Simulator create the world on the Internet. I only found a documentary. In the documentary, they mentioned that they mixed use these technology to create the world : Photogrametry, Satellite Imagenry, OSM, Generated Buildings and Hand-Design Buildings.
What I am most interested in, is the A.I. Generated Buildings part. In this project, I try to use A.I. to identify the building footprints and landcover.
Because I haven't found a good method to automatically generate 3D buildings yet. The buildings and trees are scattered in Houdini. I would like to try more better methods in the future.
These are my references :
Microsoft Flight Simulator Documentary :
Building Footprint Extraction :
Landcover Classification :
Artstation :
Music:
Know Myself - Patrick Patrikios (from YouTube audio library )
Unfortunately, there isn't much information about how Microsoft Flight Simulator create the world on the Internet. I only found a documentary. In the documentary, they mentioned that they mixed use these technology to create the world : Photogrametry, Satellite Imagenry, OSM, Generated Buildings and Hand-Design Buildings.
What I am most interested in, is the A.I. Generated Buildings part. In this project, I try to use A.I. to identify the building footprints and landcover.
Because I haven't found a good method to automatically generate 3D buildings yet. The buildings and trees are scattered in Houdini. I would like to try more better methods in the future.
These are my references :
Microsoft Flight Simulator Documentary :
Building Footprint Extraction :
Landcover Classification :
Artstation :
Music:
Know Myself - Patrick Patrikios (from YouTube audio library )
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